Case-based reasoning in scheduling: Reusing solution components
نویسندگان
چکیده
منابع مشابه
Case-Based Reasoning in Scheduling: Reusing Solution Components
In this paper we explore the reuse of components of known good schedules in new scheduling problems. This involves accumulating a case-base of good quality schedules, retrieving a case (or cases) similar to a new scheduling problem and building a new schedule from components of the retrieved cases. We start by introducing the components of Case-Based Reasoning (CBR) and we describe a CBR soluti...
متن کاملCBR in Scheduling: Reusing Solution Components
In this paper we explore the reuse of components of known good schedules in new scheduling problems. This involves accumulating a case-base of good quality schedules, retrieving a case (or cases) similar to a new scheduling problem and building a new schedule from components of the retrieved cases. Two CBR solutions to a single machine scheduling problem with schedule dependent setup times are ...
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Stratified case-based reasoning is a technique in which abstract solutions produced during hierarchical problem solving are used to assist case-based retrieval, matching, and adaptation. We describe the motivation for the integration of case-based reasoning with hierarchical problem solving, exemplify its benefits, detail a set of algorithms that implement our approach, and present their compar...
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Reuse of software knowledge is a principle for improving productivity and reliability of software development. To achieve this, reuse must be done systematically. This means that processes for retrieving, reusing, revising, and retaining have to be defined. At the same time organizational issues (such as the establishment of a separate organizational unit responsible for organizational learning...
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In this paper we present CAT-CBR a component-based platform for developing CBR systems. CAT-CBR uses UPML (Universal Problemsolving Methods Language) for specifying CBR components. A collection of CBR components for retrieval of propositional cases is presented in detail. The CAT-CBR platform guides the engineer using a case-based recommendations system to develop a configuration of components ...
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ژورنال
عنوان ژورنال: International Journal of Production Research
سال: 1997
ISSN: 0020-7543,1366-588X
DOI: 10.1080/002075497194237